Anime Image Generator

  • Tech Stack: Pytorch, Python, Numpy, Pandas
  • Github URL: Project Link

Developed an image generator based on Generative Adversarial Network (GAN) which aims at generating a set of anime images (fake images which look like real) from a real dataset.

The training loss of the discriminator stays low whereas generator loss is quite stable. Achieved a real score of 92% with loss of generator and discrimiantor being 3.64 and 0.53 respectively.